Data Science RoadMap

The Roadmap is divided into 12 Sections

Jan 13, 2023

1.Python Programming and Logic Building

2. Data Structure & Algorithms

3. Pandas Numpy Matplotlib

4. Statistics

5. Machine Learning

6. Natural Language Processing

7. Computer Vision

8. Data Visualization with Tableau

9. Structure Query Language (SQL)

10. Big Data and PySpark

11. Development Operations with Azure

12. Five Major Projects and Git

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Python

Data Structures

NumPy

Pandas

Matplotlib

Seaborn

Scikit-Learn

Statsmodels

Natural Language Toolkit ( NLTK )

PyTorch

OpenCV

Tableau

Structure Query Language ( SQL )

PySpark

Azure Fundamentals

Azure Data Factory

Databricks

5 Major Projects

Git and GitHub